Triple

T11248942
Position Surface form Disambiguated ID Type / Status
Subject Gears of War series E266278 entity
Predicate notableWeapon P7745 FINISHED
Object Gnasher shotgun
The Gnasher shotgun is an iconic, close-range firearm in the Gears of War series, renowned for its devastating stopping power and central role in the game's multiplayer combat.
 E914128 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gnasher shotgun | Statement: [Gears of War series, notableWeapon, Gnasher shotgun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gnasher shotgun
Context triple: [Gears of War series, notableWeapon, Gnasher shotgun]
  • A. Maxim gun
    The Maxim gun was the first fully automatic machine gun, revolutionizing late 19th- and early 20th-century warfare with its rapid, sustained firepower.
  • B. Needler
    The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
  • C. Shotgun
    "Shotgun" is a 1955 American Western film starring Sterling Hayden as a lawman pursuing outlaws across rugged frontier territory.
  • D. HK69 grenade launcher
    The HK69 grenade launcher is a German-made, single-shot, break-action 40mm weapon designed by Heckler & Koch for infantry use in launching explosive and less-lethal munitions.
  • E. Squirtgun
    Squirtgun is an American punk rock band known for its melodic sound and connections to the 1990s pop-punk scene.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gnasher shotgun
Triple: [Gears of War series, notableWeapon, Gnasher shotgun]
Generated description
The Gnasher shotgun is an iconic, close-range firearm in the Gears of War series, renowned for its devastating stopping power and central role in the game's multiplayer combat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gnasher shotgun
Target entity description: The Gnasher shotgun is an iconic, close-range firearm in the Gears of War series, renowned for its devastating stopping power and central role in the game's multiplayer combat.
  • A. Maxim gun
    The Maxim gun was the first fully automatic machine gun, revolutionizing late 19th- and early 20th-century warfare with its rapid, sustained firepower.
  • B. Needler
    The Needler is an iconic Covenant weapon in the Halo series that fires homing crystalline projectiles which explode after embedding in targets.
  • C. Shotgun
    "Shotgun" is a 1955 American Western film starring Sterling Hayden as a lawman pursuing outlaws across rugged frontier territory.
  • D. HK69 grenade launcher
    The HK69 grenade launcher is a German-made, single-shot, break-action 40mm weapon designed by Heckler & Koch for infantry use in launching explosive and less-lethal munitions.
  • E. Squirtgun
    Squirtgun is an American punk rock band known for its melodic sound and connections to the 1990s pop-punk scene.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e91d1484819098ee6b2efb5316a5 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc76b10c8190962b21c4cad6ce8f completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9eb79608190b7ed108906f4e2bf completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4df50eebc8190a4fe0aba7dc9fa62 completed April 19, 2026, 1:57 p.m.
Created at: April 8, 2026, 9:31 p.m.